Dec 02, 2021
Living Lab Lecture SeriesLiving Lab Lecture No. 6: Privacy-Preserving Record Linkage
(ScaDS.AI - Center for Scalable Data Analytics and Artificial Intelligence Leipzig/Dresden)
On 2nd December 2021 at 11:00 am the 6th Living Lab Lecture will take place. This time Florens Rohde will talk about "Privacy-Preserving Record Linkage".
A crucial task in data integration is record linkage or entity resolution that aims at linking records that refer to the same real-world entity, such as persons. For example, in multi-site medical research, data from several sources (e.g., hospitals) has to be matched to analyze correlations between medical data of the same patient in multiple data sources.
Typically, there is a lack of global identifiers, therefore the linkage can only be achieved by comparing available quasi-identifiers, such as name, address or date of birth. However, in many cases, data owners are only willing or allowed to provide their data for such data integration if there is sufficient protection of sensitive information to ensure the privacy of persons. Privacy-preserving Record Linkage addresses this problem by providing techniques to match records without revealing plaintext data to each other or to third parties.
In our talk we will introduce the audience to state-of-the-art methods, challenges and our research topics in Privacy-preserving Record Linkage.
The Living Lab Lecture Series is free for everyone.
Language: English
To join the lecture please click here: Living Lab Lecture #6